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Exploring Parallel T-distributed Stochastic Neighbor Embedding

Project proposal

Midterm report

Final report PDF

Final report Overleaf

Video presentation

In this project, we have successfully parallelized the Barnes-Hut t-SNE algorithm using 3 different parallelization approaches: multi-threading with OpenMP, Single Program Multiple Data with ISPC and massive parallelism with CUDA. We achieved significant speedups as compared to the baseline and analyzed the results thoroughly.

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Parallelized t-SNE implementation

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